Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-01-05 0.246541 0.275833 0.308569 0.348130 0.394999 0.449205 0.517297
2025-01-12 0.191480 0.227831 0.272165 0.331211 0.409366 0.511654 0.659899
2025-01-19 0.159702 0.198081 0.247795 0.318813 0.421048 0.568795 0.810911
2025-01-26 0.147621 0.189965 0.247878 0.336208 0.474198 0.694927 1.108659
2025-02-02 0.142309 0.189417 0.257191 0.367291 0.553992 0.886441 1.612309
2025-02-09 0.134828 0.184355 0.258590 0.385694 0.617082 1.071341 2.223472
2025-02-16 0.127260 0.177968 0.256652 0.397661 0.671237 1.259871 2.997350
2025-02-23 0.118623 0.168828 0.248887 0.397725 0.702109 1.410933 3.819329
2025-03-02 0.107427 0.154513 0.230849 0.375999 0.682811 1.434804 4.248916
2025-03-09 0.100045 0.145648 0.221004 0.368117 0.691546 1.535495 5.113454
2025-03-16 0.093918 0.138287 0.212935 0.362377 0.703741 1.652220 6.246956
2025-03-23 0.089882 0.134041 0.209861 0.366092 0.739293 1.858067 8.307140
2025-03-30 0.083153 0.125008 0.197808 0.350625 0.726528 1.912726 9.672004
2025-04-06 0.076775 0.116207 0.185547 0.333426 0.706530 1.938661 11.016546
2025-04-13 0.071616 0.109174 0.175984 0.320889 0.696601 2.001035 13.049684
2025-04-20 0.070552 0.109215 0.179731 0.338434 0.775907 2.483108 23.368649
2025-04-27 0.070928 0.111830 0.188713 0.369803 0.909475 3.378756 60.299310
2025-05-04 0.069829 0.111641 0.192070 0.388380 1.011505 4.285568 165.504025
2025-05-11 0.068162 0.110248 0.192787 0.400463 1.097217 5.264548 597.650034
2025-05-18 0.065593 0.106950 0.189167 0.400526 1.138671 6.013687 2657.709427
2025-05-25 0.061443 0.100371 0.178005 0.378593 1.085828 5.871447 4219.343437
2025-06-01 0.058697 0.096370 0.172147 0.370636 1.088982 6.291495 42699.349413
2025-06-08 0.056314 0.092946 0.167287 0.364842 1.099974 6.838162 NaN